Recognition of Space-Time Hand-Gestures using Hidden Markov Model

Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST

Volumn , Issue , 1996, Pages 51-58

  Nam, Yanghee ^a   Wohn, KwangYun ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

command like gesture; connected hand movement pattern; Hand gesture recognition; hidden Markov model

Indexed keywords

GESTURE RECOGNITION; PALMPRINT RECOGNITION;

COMMAND-LIKE GESTURE; COMPUTER ENVIRONMENTS; CONNECTED HAND MOVEMENT PATTERN; HAND GESTURE; HAND-GESTURE RECOGNITION; HANDS MOVEMENT; HIDDEN-MARKOV MODELS; HMM-BASED; MOVEMENT PATTERN; SPACETIME;

HIDDEN MARKOV MODELS;

EID: 33747820264     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3304181.3304193     Document Type: Conference Paper

References (15)

1. J. Sinclair and P. Hanks and G. Fox and R. Moon and P. Stock, Collins Cobuild Dictionary, HarperCollins publishers, London, 1991.
2. C. J. Sparrell, Coverbal Iconic Gesture in HumanComputerInteraction, Master’s Thesis, MIT, June 1993.
3. L. R. Rabiner, “A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition,” Proc. ofthe IEEE, vol. 77, no. 2, 1989, pp. 267-296.
4. J. Y. Ha, S. C. Oh, J. H. Kim and Y. B. Kwon, “Unconstrained Handwritten Word Recognition with Interconnected Hidden Markov Models,” IWFHR-3, May 1993, pp. 455-460.
5. E.J. Bellegarda, J.R. Bellegarda, D. Nahamoo and K.S. Nathan, “A Probabilistic Framework for On-line Handwriting Recognition,” IWFHR-3, May 1993, pp. 225-234.
6. T. Fujisaki, K. Nathan, W. Cho and H. Beigi, “Online Unconstrained Handwriting Recognition by a Probabilistic M ethod,” IWFHR-3, May 1993, pp. 235-241.
7. W. Cho, “Off-line Hand written Word Recognition with Hidden Markov Models,” PhD thesis, K A IST, 1995.
8. C. B. Bose and S.-S. Kuo, “Connected and degraded text recognition using Hidden M arkov M odel,” International Journal of Pattern Recognition and Artificial Intelligence, vol 27, no. 10, 1994, pp. 1345-1364.
9. D. Rubine, “Specifying Gestures by Example”, Computer Graphics, vol. 25, no. 4, July 1991, pp. 329-337.
10. A. Wexelblat, “An Approach to Natural Gesture in Virtual Environments”, (submitted to) ACM journal of Transactions on Computer-Human Interface, 1995.
11. A. Wilson and A. Bobick, “Using Configuration Statesfor the Representation and Recognition o f Gesture,”MIT Media Laboratory, Perceptual Computing Section, Technical Report No. 308, 1995.
12. Data-GLove Model 2 Operation Manual, VPL Inc., 1989.
13. J. Cassell, M. Stone, B. Douville, S. Prevost, B. Achorn, M. Steedman, N. Badler and C. Pelachaud, “Modeling the Interaction between Speech and Gesture,” TechnicalRep. No. MS-CIS-94-23, Univ. of Pennsylvania, May 1994.
14. T. Starner and A. Pentland, “Visual Recognition of American Sign Language using Hidden Markov Models,” International Workshop on Automatic Face- and Gesture-Recognition, Zurich, 1995, pp. 189-194.
15. F.K.H. Quek, “Toward a Vision-based Hand Gesture Interface,” Proc. ofVRST '94, Singapore, 1994, pp. 17-31.